Pandas Profiling Report

Dataset statistics

Number of variables	18
Number of observations	8986
Missing cells	387
Missing cells (%)	0.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	11.3 MiB
Average record size in memory	1.3 KiB

Variable types

Numeric	7
Text	6
Categorical	2
DateTime	1
Boolean	1
Path	1

Alerts

`status` has constant value "Released"	Constant
`adult` has constant value "False"	Constant
`budget` is highly overall correlated with `revenue` and 1 other fields	High correlation
`popularity` is highly overall correlated with `revenue` and 1 other fields	High correlation
`revenue` is highly overall correlated with `budget` and 2 other fields	High correlation
`vote_count` is highly overall correlated with `budget` and 2 other fields	High correlation
`original_language` is highly imbalanced (74.8%)	Imbalance
`keywords` has 328 (3.7%) missing values	Missing
`popularity` is highly skewed (γ1 = 28.71123438)	Skewed
`id` has unique values	Unique
`revenue` has 2458 (27.4%) zeros	Zeros
`budget` has 2855 (31.8%) zeros	Zeros

Reproduction

Analysis started	2024-05-13 11:57:16.869950
Analysis finished	2024-05-13 11:57:41.508649
Duration	24.64 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

id
Real number (ℝ)

UNIQUE

Distinct	8986
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	176470.94

Minimum	5
Maximum	1140066
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	140.4 KiB

Quantile statistics

Minimum	5
5-th percentile	688.5
Q1	9905.25
median	33607.5
Q3	333672.75
95-th percentile	646388
Maximum	1140066
Range	1140061
Interquartile range (IQR)	323767.5

Descriptive statistics

Standard deviation	233173.92
Coefficient of variation (CV)	1.3213162
Kurtosis	0.63892994
Mean	176470.94
Median Absolute Deviation (MAD)	32613
Skewness	1.2755955
Sum	1.5857679 × 10⁹
Variance	5.4370076 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
27205	1	< 0.1%
508791	1	< 0.1%
123109	1	< 0.1%
12246	1	< 0.1%
28597	1	< 0.1%
10516	1	< 0.1%
8974	1	< 0.1%
51170	1	< 0.1%
318256	1	< 0.1%
11860	1	< 0.1%
Other values (8976)	8976	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	1	< 0.1%
6	1	< 0.1%
11	1	< 0.1%
12	1	< 0.1%
13	1	< 0.1%
14	1	< 0.1%
15	1	< 0.1%
16	1	< 0.1%
18	1	< 0.1%
19	1	< 0.1%

Value	Count	Frequency (%)
1140066	1	< 0.1%
1102776	1	< 0.1%
1083862	1	< 0.1%
1077280	1	< 0.1%
1070514	1	< 0.1%
1067282	1	< 0.1%
1040330	1	< 0.1%
1040148	1	< 0.1%
1024530	1	< 0.1%
1016121	1	< 0.1%

title
Text

Distinct	8686
Distinct (%)	96.7%
Missing	0
Missing (%)	0.0%
Memory size	712.2 KiB

Length

Max length	83
Median length	59
Mean length	15.704207
Min length	1

Characters and Unicode

Total characters	141118
Distinct characters	115
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8413 ?
Unique (%)	93.6%

Sample

1st row	Inception
2nd row	Interstellar
3rd row	The Dark Knight
4th row	Avatar
5th row	The Avengers

Value	Count	Frequency (%)
the	2946	11.5%
of	809	3.2%
a	384	1.5%
and	278	1.1%
in	269	1.1%
2	207	0.8%
to	190	0.7%
	154	0.6%
man	143	0.6%
i	108	0.4%
Other values (7138)	20054	78.5%

Most occurring characters

Value	Count	Frequency (%)
	16556	11.7%
e	14492	10.3%
a	8844	6.3%
o	8322	5.9%
n	7591	5.4%
r	7492	5.3%
i	7324	5.2%
t	7025	5.0%
h	5478	3.9%
s	5437	3.9%
Other values (105)	52557	37.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	141118	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	16556	11.7%
e	14492	10.3%
a	8844	6.3%
o	8322	5.9%
n	7591	5.4%
r	7492	5.3%
i	7324	5.2%
t	7025	5.0%
h	5478	3.9%
s	5437	3.9%
Other values (105)	52557	37.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	141118	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	16556	11.7%
e	14492	10.3%
a	8844	6.3%
o	8322	5.9%
n	7591	5.4%
r	7492	5.3%
i	7324	5.2%
t	7025	5.0%
h	5478	3.9%
s	5437	3.9%
Other values (105)	52557	37.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	141118	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	16556	11.7%
e	14492	10.3%
a	8844	6.3%
o	8322	5.9%
n	7591	5.4%
r	7492	5.3%
i	7324	5.2%
t	7025	5.0%
h	5478	3.9%
s	5437	3.9%
Other values (105)	52557	37.2%

vote_average
Real number (ℝ)

Distinct	2989
Distinct (%)	33.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.64491

Minimum	2.098
Maximum	9.172
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	140.4 KiB

Quantile statistics

Minimum	2.098
5-th percentile	5.31125
Q1	6.11525
median	6.6675
Q3	7.222
95-th percentile	7.9
Maximum	9.172
Range	7.074
Interquartile range (IQR)	1.10675

Descriptive statistics

Standard deviation	0.79953579
Coefficient of variation (CV)	0.12032304
Kurtosis	0.26663939
Mean	6.64491
Median Absolute Deviation (MAD)	0.5535
Skewness	-0.33450856
Sum	59711.161
Variance	0.63925747
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.5	49	0.5%
6.2	47	0.5%
6.9	46	0.5%
6.4	45	0.5%
7.1	44	0.5%
6.6	42	0.5%
7	42	0.5%
6.7	42	0.5%
7.5	39	0.4%
6.3	38	0.4%
Other values (2979)	8552	95.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.098	1	< 0.1%
2.89	1	< 0.1%
3.152	1	< 0.1%
3.228	1	< 0.1%
3.23	1	< 0.1%
3.238	1	< 0.1%
3.334	1	< 0.1%
3.7	2	< 0.1%
3.703	2	< 0.1%
3.888	1	< 0.1%

Value	Count	Frequency (%)
9.172	1	< 0.1%
8.707	1	< 0.1%
8.702	1	< 0.1%
8.591	1	< 0.1%
8.573	1	< 0.1%
8.552	1	< 0.1%
8.54	1	< 0.1%
8.539	1	< 0.1%
8.515	1	< 0.1%
8.514	1	< 0.1%

vote_count
Real number (ℝ)

HIGH CORRELATION

Distinct	3298
Distinct (%)	36.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1936.5081

Minimum	300
Maximum	34495
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	140.4 KiB

Quantile statistics

Minimum	300
5-th percentile	324.25
Q1	466
median	833
Q3	1922
95-th percentile	7509
Maximum	34495
Range	34195
Interquartile range (IQR)	1456

Descriptive statistics

Standard deviation	3014.2472
Coefficient of variation (CV)	1.5565374
Kurtosis	20.66415
Mean	1936.5081
Median Absolute Deviation (MAD)	451
Skewness	3.9515041
Sum	17401462
Variance	9085686.3
Monotonicity	Decreasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
310	28	0.3%
333	24	0.3%
323	24	0.3%
356	23	0.3%
313	22	0.2%
332	22	0.2%
335	22	0.2%
349	21	0.2%
398	20	0.2%
305	19	0.2%
Other values (3288)	8761	97.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
300	17	0.2%
301	18	0.2%
302	16	0.2%
303	18	0.2%
304	15	0.2%
305	19	0.2%
306	17	0.2%
307	17	0.2%
308	19	0.2%
309	17	0.2%

Value	Count	Frequency (%)
34495	1	< 0.1%
32571	1	< 0.1%
30619	1	< 0.1%
29815	1	< 0.1%
29166	1	< 0.1%
28894	1	< 0.1%
27713	1	< 0.1%
27238	1	< 0.1%
26638	1	< 0.1%
25893	1	< 0.1%

status
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	640.6 KiB

Released	8986

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	71888
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Released
2nd row	Released
3rd row	Released
4th row	Released
5th row	Released

Common Values

Value	Count	Frequency (%)
Released	8986	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
released	8986	100.0%

Most occurring characters

Value	Count	Frequency (%)
e	26958	37.5%
R	8986	12.5%
l	8986	12.5%
a	8986	12.5%
s	8986	12.5%
d	8986	12.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	71888	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	26958	37.5%
R	8986	12.5%
l	8986	12.5%
a	8986	12.5%
s	8986	12.5%
d	8986	12.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	71888	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	26958	37.5%
R	8986	12.5%
l	8986	12.5%
a	8986	12.5%
s	8986	12.5%
d	8986	12.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	71888	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	26958	37.5%
R	8986	12.5%
l	8986	12.5%
a	8986	12.5%
s	8986	12.5%
d	8986	12.5%

release_date
Date

Distinct	5687
Distinct (%)	63.3%
Missing	0
Missing (%)	0.0%
Memory size	140.4 KiB

Minimum	1897-10-10 00:00:00
Maximum	2023-09-22 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

revenue
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	6260
Distinct (%)	69.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	70983058

Minimum	0
Maximum	2.923706 × 10⁹
Zeros	2458
Zeros (%)	27.4%
Negative	0
Negative (%)	0.0%
Memory size	140.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	13415350
Q3	67586631
95-th percentile	3.330083 × 10⁸
Maximum	2.923706 × 10⁹
Range	2.923706 × 10⁹
Interquartile range (IQR)	67586631

Descriptive statistics

Standard deviation	1.628693 × 10⁸
Coefficient of variation (CV)	2.2944813
Kurtosis	50.712901
Mean	70983058
Median Absolute Deviation (MAD)	13415350
Skewness	5.6330524
Sum	6.3785376 × 10¹¹
Variance	2.6526408 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2458	27.4%
2000000	10	0.1%
10000000	10	0.1%
3000000	10	0.1%
1000000	10	0.1%
7000000	9	0.1%
12000000	9	0.1%
30000000	8	0.1%
11000000	8	0.1%
8000000	7	0.1%
Other values (6250)	6447	71.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2458	27.4%
23	1	< 0.1%
43	1	< 0.1%
80	1	< 0.1%
84	1	< 0.1%
94	1	< 0.1%
201	1	< 0.1%
303	1	< 0.1%
1457	1	< 0.1%
1465	1	< 0.1%

Value	Count	Frequency (%)
2923706026	1	< 0.1%
2800000000	1	< 0.1%
2320250281	1	< 0.1%
2264162353	1	< 0.1%
2068223624	1	< 0.1%
2052415039	1	< 0.1%
1921847111	1	< 0.1%
1671537444	1	< 0.1%
1663075401	1	< 0.1%
1518815515	1	< 0.1%

runtime
Real number (ℝ)

Distinct	202
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	105.80625

Minimum	0
Maximum	366
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	140.4 KiB

Quantile statistics

Minimum	0
5-th percentile	81
Q1	94
median	104
Q3	117
95-th percentile	141
Maximum	366
Range	366
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	22.543101
Coefficient of variation (CV)	0.21306019
Kurtosis	8.0700781
Mean	105.80625
Median Absolute Deviation (MAD)	11
Skewness	0.34942312
Sum	950775
Variance	508.1914
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	260	2.9%
95	250	2.8%
97	242	2.7%
105	241	2.7%
90	240	2.7%
98	238	2.6%
93	236	2.6%
94	221	2.5%
102	220	2.4%
96	219	2.4%
Other values (192)	6619	73.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	5	0.1%
4	9	0.1%
5	9	0.1%
6	11	0.1%
7	14	0.2%
8	4	< 0.1%
9	2	< 0.1%

Value	Count	Frequency (%)
366	1	< 0.1%
317	1	< 0.1%
248	1	< 0.1%
247	1	< 0.1%
242	2	< 0.1%
238	1	< 0.1%
236	1	< 0.1%
231	1	< 0.1%
229	1	< 0.1%
228	1	< 0.1%

adult
Boolean

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	79.0 KiB

False	8986

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	8986	100.0%

budget
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	760
Distinct (%)	8.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23832993

Minimum	0
Maximum	4.6 × 10⁸
Zeros	2855
Zeros (%)	31.8%
Negative	0
Negative (%)	0.0%
Memory size	140.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	8000000
Q3	30000000
95-th percentile	1 × 10⁸
Maximum	4.6 × 10⁸
Range	4.6 × 10⁸
Interquartile range (IQR)	30000000

Descriptive statistics

Standard deviation	39869059
Coefficient of variation (CV)	1.6728516
Kurtosis	12.281879
Mean	23832993
Median Absolute Deviation (MAD)	8000000
Skewness	3.0258075
Sum	2.1416327 × 10¹¹
Variance	1.5895419 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2855	31.8%
20000000	246	2.7%
10000000	207	2.3%
30000000	206	2.3%
25000000	203	2.3%
15000000	197	2.2%
40000000	169	1.9%
5000000	147	1.6%
35000000	146	1.6%
50000000	135	1.5%
Other values (750)	4475	49.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2855	31.8%
4	1	< 0.1%
7	1	< 0.1%
26	1	< 0.1%
35	2	< 0.1%
117	1	< 0.1%
119	1	< 0.1%
150	1	< 0.1%
275	1	< 0.1%
2000	1	< 0.1%

Value	Count	Frequency (%)
460000000	1	< 0.1%
379000000	1	< 0.1%
365000000	1	< 0.1%
356000000	1	< 0.1%
340000000	1	< 0.1%
300000000	4	< 0.1%
294700000	1	< 0.1%
291000000	1	< 0.1%
270000000	1	< 0.1%
260000000	2	< 0.1%

original_language
Categorical

IMBALANCE

Distinct	42
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	588.0 KiB

en	7230
fr	552
it	315
ja	243
es	160
Other values (37)	486

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	17972
Distinct characters	23
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	12 ?
Unique (%)	0.1%

Sample

1st row	en
2nd row	en
3rd row	en
4th row	en
5th row	en

Common Values

Value	Count	Frequency (%)
en	7230	80.5%
fr	552	6.1%
it	315	3.5%
ja	243	2.7%
es	160	1.8%
de	75	0.8%
ko	69	0.8%
cn	48	0.5%
zh	46	0.5%
ru	37	0.4%
Other values (32)	211	2.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
en	7230	80.5%
fr	552	6.1%
it	315	3.5%
ja	243	2.7%
es	160	1.8%
de	75	0.8%
ko	69	0.8%
cn	48	0.5%
zh	46	0.5%
ru	37	0.4%
Other values (32)	211	2.3%

Most occurring characters

Value	Count	Frequency (%)
e	7475	41.6%
n	7307	40.7%
r	603	3.4%
f	563	3.1%
t	363	2.0%
i	346	1.9%
a	279	1.6%
j	243	1.4%
s	201	1.1%
d	106	0.6%
Other values (13)	486	2.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	17972	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	7475	41.6%
n	7307	40.7%
r	603	3.4%
f	563	3.1%
t	363	2.0%
i	346	1.9%
a	279	1.6%
j	243	1.4%
s	201	1.1%
d	106	0.6%
Other values (13)	486	2.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	17972	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	7475	41.6%
n	7307	40.7%
r	603	3.4%
f	563	3.1%
t	363	2.0%
i	346	1.9%
a	279	1.6%
j	243	1.4%
s	201	1.1%
d	106	0.6%
Other values (13)	486	2.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	17972	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	7475	41.6%
n	7307	40.7%
r	603	3.4%
f	563	3.1%
t	363	2.0%
i	346	1.9%
a	279	1.6%
j	243	1.4%
s	201	1.1%
d	106	0.6%
Other values (13)	486	2.7%

overview
Text

Distinct	8983
Distinct (%)	> 99.9%
Missing	1
Missing (%)	< 0.1%
Memory size	3.7 MiB

Length

Max length	998
Median length	588
Mean length	270.32632
Min length	14

Characters and Unicode

Total characters	2428882
Distinct characters	138
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8981 ?
Unique (%)	> 99.9%

Sample

1st row	Cobb, a skilled thief who commits corporate espionage by infiltrating the subconscious of his targets is offered a chance to regain his old life as payment for a task considered to be impossible: "inception", the implantation of another person's idea into a target's subconscious.
2nd row	The adventures of a group of explorers who make use of a newly discovered wormhole to surpass the limitations on human space travel and conquer the vast distances involved in an interstellar voyage.
3rd row	Batman raises the stakes in his war on crime. With the help of Lt. Jim Gordon and District Attorney Harvey Dent, Batman sets out to dismantle the remaining criminal organizations that plague the streets. The partnership proves to be effective, but they soon find themselves prey to a reign of chaos unleashed by a rising criminal mastermind known to the terrified citizens of Gotham as the Joker.
4th row	In the 22nd century, a paraplegic Marine is dispatched to the moon Pandora on a unique mission, but becomes torn between following orders and protecting an alien civilization.
5th row	When an unexpected enemy emerges and threatens global safety and security, Nick Fury, director of the international peacekeeping agency known as S.H.I.E.L.D., finds himself in need of a team to pull the world back from the brink of disaster. Spanning the globe, a daring recruitment effort begins!

Value	Count	Frequency (%)
the	22286	5.4%
a	18551	4.5%
to	13845	3.3%
and	11835	2.9%
of	11325	2.7%
in	7514	1.8%
his	6729	1.6%
is	5394	1.3%
with	4104	1.0%
her	3777	0.9%
Other values (30799)	308913	74.6%

Most occurring characters

Value	Count	Frequency (%)
	405521	16.7%
e	236345	9.7%
t	162154	6.7%
a	158233	6.5%
i	142759	5.9%
n	140554	5.8%
o	139387	5.7%
s	130708	5.4%
r	129344	5.3%
h	102413	4.2%
Other values (128)	681464	28.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2428882	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	405521	16.7%
e	236345	9.7%
t	162154	6.7%
a	158233	6.5%
i	142759	5.9%
n	140554	5.8%
o	139387	5.7%
s	130708	5.4%
r	129344	5.3%
h	102413	4.2%
Other values (128)	681464	28.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2428882	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	405521	16.7%
e	236345	9.7%
t	162154	6.7%
a	158233	6.5%
i	142759	5.9%
n	140554	5.8%
o	139387	5.7%
s	130708	5.4%
r	129344	5.3%
h	102413	4.2%
Other values (128)	681464	28.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2428882	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	405521	16.7%
e	236345	9.7%
t	162154	6.7%
a	158233	6.5%
i	142759	5.9%
n	140554	5.8%
o	139387	5.7%
s	130708	5.4%
r	129344	5.3%
h	102413	4.2%
Other values (128)	681464	28.1%

popularity
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	7686
Distinct (%)	85.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.549698

Minimum	0.6
Maximum	2994.357
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	140.4 KiB

Quantile statistics

Minimum	0.6
5-th percentile	8.1325
Q1	12.553
median	16.6575
Q3	24.20475
95-th percentile	54.072
Maximum	2994.357
Range	2993.757
Interquartile range (IQR)	11.65175

Descriptive statistics

Standard deviation	62.783311
Coefficient of variation (CV)	2.5573965
Kurtosis	1087.2261
Mean	24.549698
Median Absolute Deviation (MAD)	5.115
Skewness	28.711234
Sum	220603.59
Variance	3941.7442
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14.964	5	0.1%
12.54	5	0.1%
0.6	5	0.1%
12.968	5	0.1%
12.392	4	< 0.1%
13.667	4	< 0.1%
13.727	4	< 0.1%
12.147	4	< 0.1%
14.359	4	< 0.1%
14.658	4	< 0.1%
Other values (7676)	8942	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.6	5	0.1%
0.63	1	< 0.1%
0.681	1	< 0.1%
0.708	2	< 0.1%
0.719	1	< 0.1%
0.781	2	< 0.1%
0.986	1	< 0.1%
1.057	1	< 0.1%
1.071	1	< 0.1%
1.157	1	< 0.1%

Value	Count	Frequency (%)
2994.357	1	< 0.1%
2680.593	1	< 0.1%
1692.778	1	< 0.1%
1567.273	1	< 0.1%
1458.514	1	< 0.1%
1175.267	1	< 0.1%
1111.036	1	< 0.1%
1069.34	1	< 0.1%
1008.942	1	< 0.1%
961.212	1	< 0.1%

poster_path
Path

Distinct	8983
Distinct (%)	100.0%
Missing	3
Missing (%)	< 0.1%
Memory size	850.8 KiB

/oYuLEt3zVCKq57qu2F8dT7NIa6f.jpg	1
/aOxVYvQoAfNSns4hW5Ah55GBzgq.jpg	1
/Af6I9RZF0SIPeNnp8hAleGDTnKd.jpg	1
/dmO5x4STbulw9BlZaVRQF3tHg3t.jpg	1
/wZ0yyU6BnRANXbYbDjrYI6XZFsz.jpg	1
Other values (8978)	8978

Length

Max length	32
Median length	32
Mean length	31.971613
Min length	30

Characters and Unicode

Total characters	287201
Distinct characters	64
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8983 ?
Unique (%)	100.0%

Sample

1st row	/oYuLEt3zVCKq57qu2F8dT7NIa6f.jpg
2nd row	/gEU2QniE6E77NI6lCU6MxlNBvIx.jpg
3rd row	/qJ2tW6WMUDux911r6m7haRef0WH.jpg
4th row	/kyeqWdyUXW608qlYkRqosgbbJyK.jpg
5th row	/RYMX2wcKCBAr24UyPD7xwmjaTn.jpg

Common Values

Value	Count	Frequency (%)
/oYuLEt3zVCKq57qu2F8dT7NIa6f.jpg	1	< 0.1%
/aOxVYvQoAfNSns4hW5Ah55GBzgq.jpg	1	< 0.1%
/Af6I9RZF0SIPeNnp8hAleGDTnKd.jpg	1	< 0.1%
/dmO5x4STbulw9BlZaVRQF3tHg3t.jpg	1	< 0.1%
/wZ0yyU6BnRANXbYbDjrYI6XZFsz.jpg	1	< 0.1%
/npr7j2HuRgvsKrXLIxIiXevTH8A.jpg	1	< 0.1%
/5XKdP3FFaq81nmkDirMOWkIWJL7.jpg	1	< 0.1%
/gzc75Za4ArqfXIIr7STNnIE5rnA.jpg	1	< 0.1%
/qEr9fkGLQUWcAnVfDV46L79bdFs.jpg	1	< 0.1%
/pYfI62qgone3Ai0tzgxtQq7chDE.jpg	1	< 0.1%
Other values (8973)	8973	99.9%
(Missing)	3	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
oyulet3zvckq57qu2f8dt7nia6f.jpg	1	< 0.1%
d5iilfn5s0imszyzbpb8jpifbxd.jpg	1	< 0.1%
or06fn3dka5tukk1e9sl16pb3iy.jpg	1	< 0.1%
lyqbxzoqsue59ishyhrp0qiipaz.jpg	1	< 0.1%
7owy8vdww7thtzwh3okyrkwuld5.jpg	1	< 0.1%
78lptwv72etnqfw9cobyi0dwdja.jpg	1	< 0.1%
wumc08ipkeatf9rnmnxvidxqp4w.jpg	1	< 0.1%
arw2vcbvewovzr6pxd9xtd1tdqa.jpg	1	< 0.1%
r7vmzjiyzw9rpjmqjdxpjgicok9.jpg	1	< 0.1%
9xjzs2rlvxm8sfx8kpc3aigcoyq.jpg	1	< 0.1%
Other values (8973)	8973	99.9%

Most occurring characters

Value	Count	Frequency (%)
j	13041	4.5%
p	13019	4.5%
g	12988	4.5%
/	8983	3.1%
.	8983	3.1%
f	4096	1.4%
8	4094	1.4%
i	4087	1.4%
9	4074	1.4%
n	4071	1.4%
Other values (54)	209765	73.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	287201	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
j	13041	4.5%
p	13019	4.5%
g	12988	4.5%
/	8983	3.1%
.	8983	3.1%
f	4096	1.4%
8	4094	1.4%
i	4087	1.4%
9	4074	1.4%
n	4071	1.4%
Other values (54)	209765	73.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	287201	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
j	13041	4.5%
p	13019	4.5%
g	12988	4.5%
/	8983	3.1%
.	8983	3.1%
f	4096	1.4%
8	4094	1.4%
i	4087	1.4%
9	4074	1.4%
n	4071	1.4%
Other values (54)	209765	73.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	287201	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
j	13041	4.5%
p	13019	4.5%
g	12988	4.5%
/	8983	3.1%
.	8983	3.1%
f	4096	1.4%
8	4094	1.4%
i	4087	1.4%
9	4074	1.4%
n	4071	1.4%
Other values (54)	209765	73.0%

Common prefix	/
Unique stems	8983
Unique names	8983
Unique extensions	1
Unique directories	1
Unique anchors	1

Value	Count	Frequency (%)
/oYuLEt3zVCKq57qu2F8dT7NIa6f.jpg	1	< 0.1%
/aOxVYvQoAfNSns4hW5Ah55GBzgq.jpg	1	< 0.1%
/Af6I9RZF0SIPeNnp8hAleGDTnKd.jpg	1	< 0.1%
/dmO5x4STbulw9BlZaVRQF3tHg3t.jpg	1	< 0.1%
/wZ0yyU6BnRANXbYbDjrYI6XZFsz.jpg	1	< 0.1%
/npr7j2HuRgvsKrXLIxIiXevTH8A.jpg	1	< 0.1%
/5XKdP3FFaq81nmkDirMOWkIWJL7.jpg	1	< 0.1%
/gzc75Za4ArqfXIIr7STNnIE5rnA.jpg	1	< 0.1%
/qEr9fkGLQUWcAnVfDV46L79bdFs.jpg	1	< 0.1%
/pYfI62qgone3Ai0tzgxtQq7chDE.jpg	1	< 0.1%
Other values (8973)	8973	99.9%
(Missing)	3	< 0.1%

Value	Count	Frequency (%)
/oYuLEt3zVCKq57qu2F8dT7NIa6f	1	< 0.1%
/pYfI62qgone3Ai0tzgxtQq7chDE	1	< 0.1%
/dmO5x4STbulw9BlZaVRQF3tHg3t	1	< 0.1%
/wZ0yyU6BnRANXbYbDjrYI6XZFsz	1	< 0.1%
/npr7j2HuRgvsKrXLIxIiXevTH8A	1	< 0.1%
/5XKdP3FFaq81nmkDirMOWkIWJL7	1	< 0.1%
/gzc75Za4ArqfXIIr7STNnIE5rnA	1	< 0.1%
/qEr9fkGLQUWcAnVfDV46L79bdFs	1	< 0.1%
/75ot83QOkc02vujyzmIbumQCU6Y	1	< 0.1%
/z1oNjotUI7D06J4LWQFQzdIuPnf	1	< 0.1%
Other values (8973)	8973	99.9%
(Missing)	3	< 0.1%

Value	Count	Frequency (%)
oYuLEt3zVCKq57qu2F8dT7NIa6f.jpg	1	< 0.1%
pYfI62qgone3Ai0tzgxtQq7chDE.jpg	1	< 0.1%
dmO5x4STbulw9BlZaVRQF3tHg3t.jpg	1	< 0.1%
wZ0yyU6BnRANXbYbDjrYI6XZFsz.jpg	1	< 0.1%
npr7j2HuRgvsKrXLIxIiXevTH8A.jpg	1	< 0.1%
5XKdP3FFaq81nmkDirMOWkIWJL7.jpg	1	< 0.1%
gzc75Za4ArqfXIIr7STNnIE5rnA.jpg	1	< 0.1%
qEr9fkGLQUWcAnVfDV46L79bdFs.jpg	1	< 0.1%
75ot83QOkc02vujyzmIbumQCU6Y.jpg	1	< 0.1%
z1oNjotUI7D06J4LWQFQzdIuPnf.jpg	1	< 0.1%
Other values (8973)	8973	99.9%
(Missing)	3	< 0.1%

Value	Count	Frequency (%)
.jpg	8983	> 99.9%
(Missing)	3	< 0.1%

Value	Count	Frequency (%)
/	8983	> 99.9%
(Missing)	3	< 0.1%

Value	Count	Frequency (%)
	8983	> 99.9%
(Missing)	3	< 0.1%

genres
Text

Distinct	1988
Distinct (%)	22.1%
Missing	2
Missing (%)	< 0.1%
Memory size	754.4 KiB

Length

Max length	86
Median length	59
Mean length	20.975623
Min length	3

Characters and Unicode

Total characters	188445
Distinct characters	29
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1223 ?
Unique (%)	13.6%

Sample

1st row	Action, Science Fiction, Adventure
2nd row	Adventure, Drama, Science Fiction
3rd row	Drama, Action, Crime, Thriller
4th row	Action, Adventure, Fantasy, Science Fiction
5th row	Science Fiction, Action, Adventure

Value	Count	Frequency (%)
drama	3861	15.8%
comedy	3229	13.2%
thriller	2432	9.9%
action	2100	8.6%
adventure	1510	6.2%
romance	1466	6.0%
crime	1317	5.4%
horror	1283	5.2%
science	1091	4.5%
fiction	1091	4.5%
Other values (11)	5110	20.9%

Most occurring characters

Value	Count	Frequency (%)
r	17185	9.1%
	15506	8.2%
e	14967	7.9%
,	14315	7.6%
a	13461	7.1%
i	12563	6.7%
o	11898	6.3%
m	11838	6.3%
n	10151	5.4%
t	8031	4.3%
Other values (19)	58530	31.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	188445	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	17185	9.1%
	15506	8.2%
e	14967	7.9%
,	14315	7.6%
a	13461	7.1%
i	12563	6.7%
o	11898	6.3%
m	11838	6.3%
n	10151	5.4%
t	8031	4.3%
Other values (19)	58530	31.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	188445	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	17185	9.1%
	15506	8.2%
e	14967	7.9%
,	14315	7.6%
a	13461	7.1%
i	12563	6.7%
o	11898	6.3%
m	11838	6.3%
n	10151	5.4%
t	8031	4.3%
Other values (19)	58530	31.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	188445	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	17185	9.1%
	15506	8.2%
e	14967	7.9%
,	14315	7.6%
a	13461	7.1%
i	12563	6.7%
o	11898	6.3%
m	11838	6.3%
n	10151	5.4%
t	8031	4.3%
Other values (19)	58530	31.1%

production_companies
Text

Distinct	7721
Distinct (%)	86.3%
Missing	44
Missing (%)	0.5%
Memory size	1.2 MiB

Length

Max length	549
Median length	251
Mean length	64.218967
Min length	2

Characters and Unicode

Total characters	574246
Distinct characters	116
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7338 ?
Unique (%)	82.1%

Sample

1st row	Legendary Pictures, Syncopy, Warner Bros. Pictures
2nd row	Legendary Pictures, Syncopy, Lynda Obst Productions
3rd row	DC Comics, Legendary Pictures, Syncopy, Isobel Griffiths, Warner Bros. Pictures
4th row	Dune Entertainment, Lightstorm Entertainment, 20th Century Fox, Ingenious Media
5th row	Marvel Studios

Value	Count	Frequency (%)
pictures	4876	6.7%
films	3922	5.4%
productions	3652	5.1%
entertainment	3137	4.3%
film	1709	2.4%
media	861	1.2%
warner	740	1.0%
bros	712	1.0%
the	666	0.9%
company	666	0.9%
Other values (8503)	51329	71.0%

Most occurring characters

Value	Count	Frequency (%)
	63331	11.0%
i	42478	7.4%
e	40824	7.1%
n	38651	6.7%
t	36543	6.4%
r	33786	5.9%
a	31470	5.5%
o	30926	5.4%
s	26033	4.5%
,	22612	3.9%
Other values (106)	207592	36.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	574246	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	63331	11.0%
i	42478	7.4%
e	40824	7.1%
n	38651	6.7%
t	36543	6.4%
r	33786	5.9%
a	31470	5.5%
o	30926	5.4%
s	26033	4.5%
,	22612	3.9%
Other values (106)	207592	36.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	574246	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	63331	11.0%
i	42478	7.4%
e	40824	7.1%
n	38651	6.7%
t	36543	6.4%
r	33786	5.9%
a	31470	5.5%
o	30926	5.4%
s	26033	4.5%
,	22612	3.9%
Other values (106)	207592	36.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	574246	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	63331	11.0%
i	42478	7.4%
e	40824	7.1%
n	38651	6.7%
t	36543	6.4%
r	33786	5.9%
a	31470	5.5%
o	30926	5.4%
s	26033	4.5%
,	22612	3.9%
Other values (106)	207592	36.2%

production_countries
Text

Distinct	870
Distinct (%)	9.7%
Missing	9
Missing (%)	0.1%
Memory size	787.3 KiB

Length

Max length	173
Median length	24
Mean length	24.766403
Min length	4

Characters and Unicode

Total characters	222328
Distinct characters	50
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	624 ?
Unique (%)	7.0%

Sample

1st row	United Kingdom, United States of America
2nd row	United Kingdom, United States of America
3rd row	United Kingdom, United States of America
4th row	United States of America, United Kingdom
5th row	United States of America

Value	Count	Frequency (%)
united	7975	22.8%
america	6664	19.0%
states	6664	19.0%
of	6664	19.0%
kingdom	1289	3.7%
france	1135	3.2%
germany	547	1.6%
canada	538	1.5%
italy	472	1.3%
japan	368	1.1%
Other values (109)	2725	7.8%

Most occurring characters

Value	Count	Frequency (%)
	26064	11.7%
e	24303	10.9%
t	22333	10.0%
a	19867	8.9%
i	17402	7.8%
n	13371	6.0%
d	10325	4.6%
r	9335	4.2%
m	8870	4.0%
o	8842	4.0%
Other values (40)	61616	27.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	222328	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	26064	11.7%
e	24303	10.9%
t	22333	10.0%
a	19867	8.9%
i	17402	7.8%
n	13371	6.0%
d	10325	4.6%
r	9335	4.2%
m	8870	4.0%
o	8842	4.0%
Other values (40)	61616	27.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	222328	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	26064	11.7%
e	24303	10.9%
t	22333	10.0%
a	19867	8.9%
i	17402	7.8%
n	13371	6.0%
d	10325	4.6%
r	9335	4.2%
m	8870	4.0%
o	8842	4.0%
Other values (40)	61616	27.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	222328	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	26064	11.7%
e	24303	10.9%
t	22333	10.0%
a	19867	8.9%
i	17402	7.8%
n	13371	6.0%
d	10325	4.6%
r	9335	4.2%
m	8870	4.0%
o	8842	4.0%
Other values (40)	61616	27.7%

keywords
Text

MISSING

Distinct	8558
Distinct (%)	98.8%
Missing	328
Missing (%)	3.7%
Memory size	1.7 MiB

Length

Max length	1058
Median length	369
Mean length	130.99469
Min length	3

Characters and Unicode

Total characters	1134152
Distinct characters	147
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8513 ?
Unique (%)	98.3%

Sample

1st row	rescue, mission, dream, airplane, paris, france, virtual reality, kidnapping, philosophy, spy, allegory, manipulation, car crash, heist, memory, architecture, los angeles, california, dream world, subconscious
2nd row	rescue, future, spacecraft, race against time, artificial intelligence (a.i.), nasa, time warp, dystopia, expedition, space travel, wormhole, famine, black hole, quantum mechanics, family relationships, space, robot, astronaut, scientist, single father, farmer, space station, curious, space adventure, time paradox, thoughtful, time-manipulation, father daughter relationship, 2060s, cornfield, time manipulation, complicated
3rd row	joker, sadism, chaos, secret identity, crime fighter, superhero, anti hero, scarecrow, based on comic, vigilante, organized crime, tragic hero, anti villain, criminal mastermind, district attorney, super power, super villain, neo-noir
4th row	future, society, culture clash, space travel, space war, space colony, tribe, romance, alien, futuristic, space, alien planet, marine, soldier, battle, love affair, nature, anti war, power relations, joyful
5th row	new york city, superhero, shield, based on comic, alien invasion, superhero team, aftercreditsstinger, duringcreditsstinger, marvel cinematic universe (mcu)

Value	Count	Frequency (%)
on	2579	1.8%
based	2429	1.7%
relationship	1625	1.1%
of	1333	0.9%
or	1219	0.8%
novel	1161	0.8%
book	1136	0.8%
murder	848	0.6%
love	829	0.6%
new	804	0.6%
Other values (10250)	130474	90.3%

Most occurring characters

Value	Count	Frequency (%)
	135795	12.0%
e	94539	8.3%
,	82257	7.3%
a	79043	7.0%
i	78258	6.9%
r	74159	6.5%
o	69424	6.1%
n	65196	5.7%
t	60443	5.3%
s	58590	5.2%
Other values (137)	336448	29.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1134152	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	135795	12.0%
e	94539	8.3%
,	82257	7.3%
a	79043	7.0%
i	78258	6.9%
r	74159	6.5%
o	69424	6.1%
n	65196	5.7%
t	60443	5.3%
s	58590	5.2%
Other values (137)	336448	29.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1134152	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	135795	12.0%
e	94539	8.3%
,	82257	7.3%
a	79043	7.0%
i	78258	6.9%
r	74159	6.5%
o	69424	6.1%
n	65196	5.7%
t	60443	5.3%
s	58590	5.2%
Other values (137)	336448	29.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1134152	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	135795	12.0%
e	94539	8.3%
,	82257	7.3%
a	79043	7.0%
i	78258	6.9%
r	74159	6.5%
o	69424	6.1%
n	65196	5.7%
t	60443	5.3%
s	58590	5.2%
Other values (137)	336448	29.7%

Auto

Heatmap
Table

	budget	id	original_language	popularity	revenue	runtime	vote_average	vote_count
budget	1.000	-0.256	0.000	0.442	0.761	0.307	-0.111	0.551
id	-0.256	1.000	0.075	-0.119	-0.308	-0.086	-0.067	-0.152
original_language	0.000	0.075	1.000	-0.200	-0.257	0.021	0.170	-0.218
popularity	0.442	-0.119	-0.200	1.000	0.510	0.173	0.160	0.612
revenue	0.761	-0.308	-0.257	0.510	1.000	0.296	0.011	0.632
runtime	0.307	-0.086	0.021	0.173	0.296	1.000	0.297	0.237
vote_average	-0.111	-0.067	0.170	0.160	0.011	0.297	1.000	0.204
vote_count	0.551	-0.152	-0.218	0.612	0.632	0.237	0.204	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	id	title	vote_average	vote_count	status	release_date	revenue	runtime	adult	budget	original_language	overview	popularity	poster_path	genres	production_companies	production_countries	keywords
0	27205	Inception	8.364	34495	Released	2010-07-15	825532764	148	False	160000000	en	Cobb, a skilled thief who commits corporate espionage by infiltrating the subconscious of his targets is offered a chance to regain his old life as payment for a task considered to be impossible: "inception", the implantation of another person's idea into a target's subconscious.	83.952	/oYuLEt3zVCKq57qu2F8dT7NIa6f.jpg	Action, Science Fiction, Adventure	Legendary Pictures, Syncopy, Warner Bros. Pictures	United Kingdom, United States of America	rescue, mission, dream, airplane, paris, france, virtual reality, kidnapping, philosophy, spy, allegory, manipulation, car crash, heist, memory, architecture, los angeles, california, dream world, subconscious
1	157336	Interstellar	8.417	32571	Released	2014-11-05	701729206	169	False	165000000	en	The adventures of a group of explorers who make use of a newly discovered wormhole to surpass the limitations on human space travel and conquer the vast distances involved in an interstellar voyage.	140.241	/gEU2QniE6E77NI6lCU6MxlNBvIx.jpg	Adventure, Drama, Science Fiction	Legendary Pictures, Syncopy, Lynda Obst Productions	United Kingdom, United States of America	rescue, future, spacecraft, race against time, artificial intelligence (a.i.), nasa, time warp, dystopia, expedition, space travel, wormhole, famine, black hole, quantum mechanics, family relationships, space, robot, astronaut, scientist, single father, farmer, space station, curious, space adventure, time paradox, thoughtful, time-manipulation, father daughter relationship, 2060s, cornfield, time manipulation, complicated
2	155	The Dark Knight	8.512	30619	Released	2008-07-16	1004558444	152	False	185000000	en	Batman raises the stakes in his war on crime. With the help of Lt. Jim Gordon and District Attorney Harvey Dent, Batman sets out to dismantle the remaining criminal organizations that plague the streets. The partnership proves to be effective, but they soon find themselves prey to a reign of chaos unleashed by a rising criminal mastermind known to the terrified citizens of Gotham as the Joker.	130.643	/qJ2tW6WMUDux911r6m7haRef0WH.jpg	Drama, Action, Crime, Thriller	DC Comics, Legendary Pictures, Syncopy, Isobel Griffiths, Warner Bros. Pictures	United Kingdom, United States of America	joker, sadism, chaos, secret identity, crime fighter, superhero, anti hero, scarecrow, based on comic, vigilante, organized crime, tragic hero, anti villain, criminal mastermind, district attorney, super power, super villain, neo-noir
3	19995	Avatar	7.573	29815	Released	2009-12-15	2923706026	162	False	237000000	en	In the 22nd century, a paraplegic Marine is dispatched to the moon Pandora on a unique mission, but becomes torn between following orders and protecting an alien civilization.	79.932	/kyeqWdyUXW608qlYkRqosgbbJyK.jpg	Action, Adventure, Fantasy, Science Fiction	Dune Entertainment, Lightstorm Entertainment, 20th Century Fox, Ingenious Media	United States of America, United Kingdom	future, society, culture clash, space travel, space war, space colony, tribe, romance, alien, futuristic, space, alien planet, marine, soldier, battle, love affair, nature, anti war, power relations, joyful
4	24428	The Avengers	7.710	29166	Released	2012-04-25	1518815515	143	False	220000000	en	When an unexpected enemy emerges and threatens global safety and security, Nick Fury, director of the international peacekeeping agency known as S.H.I.E.L.D., finds himself in need of a team to pull the world back from the brink of disaster. Spanning the globe, a daring recruitment effort begins!	98.082	/RYMX2wcKCBAr24UyPD7xwmjaTn.jpg	Science Fiction, Action, Adventure	Marvel Studios	United States of America	new york city, superhero, shield, based on comic, alien invasion, superhero team, aftercreditsstinger, duringcreditsstinger, marvel cinematic universe (mcu)
5	293660	Deadpool	7.606	28894	Released	2016-02-09	783100000	108	False	58000000	en	The origin story of former Special Forces operative turned mercenary Wade Wilson, who, after being subjected to a rogue experiment that leaves him with accelerated healing powers, adopts the alter ego Deadpool. Armed with his new abilities and a dark, twisted sense of humor, Deadpool hunts down the man who nearly destroyed his life.	72.735	/zq8Cl3PNIDGU3iWNRoc5nEZ6pCe.jpg	Action, Adventure, Comedy	20th Century Fox, The Donners' Company, Genre Films	United States of America	superhero, anti hero, mercenary, based on comic, aftercreditsstinger, duringcreditsstinger
6	299536	Avengers: Infinity War	8.255	27713	Released	2018-04-25	2052415039	149	False	300000000	en	As the Avengers and their allies have continued to protect the world from threats too large for any one hero to handle, a new danger has emerged from the cosmic shadows: Thanos. A despot of intergalactic infamy, his goal is to collect all six Infinity Stones, artifacts of unimaginable power, and use them to inflict his twisted will on all of reality. Everything the Avengers have fought for has led up to this moment - the fate of Earth and existence itself has never been more uncertain.	154.340	/7WsyChQLEftFiDOVTGkv3hFpyyt.jpg	Adventure, Action, Science Fiction	Marvel Studios	United States of America	sacrifice, magic, superhero, based on comic, space, battlefield, genocide, magical object, super power, aftercreditsstinger, marvel cinematic universe (mcu), cosmic
7	550	Fight Club	8.438	27238	Released	1999-10-15	100853753	139	False	63000000	en	A ticking-time-bomb insomniac and a slippery soap salesman channel primal male aggression into a shocking new form of therapy. Their concept catches on, with underground "fight clubs" forming in every town, until an eccentric gets in the way and ignites an out-of-control spiral toward oblivion.	69.498	/pB8BM7pdSp6B6Ih7QZ4DrQ3PmJK.jpg	Drama	Regency Enterprises, Fox 2000 Pictures, Taurus Film, Atman Entertainment, Knickerbocker Films, The Linson Company, 20th Century Fox	United States of America	dual identity, rage and hate, based on novel or book, nihilism, fight, support group, dystopia, insomnia, alter ego, breaking the fourth wall, split personality, quitting a job, dissociative identity disorder, self destructiveness
8	118340	Guardians of the Galaxy	7.906	26638	Released	2014-07-30	772776600	121	False	170000000	en	Light years from Earth, 26 years after being abducted, Peter Quill finds himself the prime target of a manhunt after discovering an orb wanted by Ronan the Accuser.	33.255	/r7vmZjiyZw9rpJMQJdXpjgiCOk9.jpg	Action, Science Fiction, Adventure	Marvel Studios	United States of America	spacecraft, based on comic, space, orphan, adventurer, aftercreditsstinger, duringcreditsstinger, marvel cinematic universe (mcu)
9	680	Pulp Fiction	8.488	25893	Released	1994-09-10	213900000	154	False	8500000	en	A burger-loving hit man, his philosophical partner, a drug-addled gangster's moll and a washed-up boxer converge in this sprawling, comedic crime caper. Their adventures unfurl in three stories that ingeniously trip back and forth in time.	74.862	/d5iIlFn5s0ImszYzBPb8JPIfbXD.jpg	Thriller, Crime	Miramax, A Band Apart, Jersey Films	United States of America	drug dealer, boxer, massage, stolen money, briefcase, crime boss, redemption, heirloom, dance competition, los angeles, california, theft, nonlinear timeline, multiple storylines, neo-noir, hilarious

	id	title	vote_average	vote_count	status	release_date	revenue	runtime	adult	budget	original_language	overview	popularity	poster_path	genres	production_companies	production_countries	keywords
8977	391710	A Futile and Stupid Gesture	6.463	300	Released	2018-01-24	0	101	False	10000000	en	In a life full of triumph and failure, "National Lampoon" co-founder Doug Kenney built a comedy empire, molding pop culture in the 1970s.	12.869	/kyHBeRgbbhs7kVrZYblVj9u2Xbd.jpg	Comedy	Abominable Pictures, Principato-Young Entertainment	United States of America	biography
8978	11564	Class of 1984	6.446	300	Released	1982-08-20	0	98	False	4300000	en	Andy is a new teacher at an inner city high school that is unlike any he has seen before. There are metal detectors at the front door and the place is basically run by a tough kid named Peter Stegman. Soon, Andy and Stegman become enemies and Stegman will stop at nothing to protect his turf and drug dealing business.	13.865	/zaPeoSMiWM23g2M8qVMfNJdEeQa.jpg	Action, Crime, Drama, Thriller	Guerilla High Productions, PSO, United Film Distribution Company (UFDC)	Canada	high school, detective, music teacher, violence in schools, punk rock, teacher, murder, vigilante, gang, juvenile delinquent, canuxploitation
8979	10900	Surveillance	5.955	300	Released	2008-02-08	1138322	97	False	3500000	en	An FBI agent tracks a serial killer with the help of three of his would-be victims - all of whom have wildly different stories to tell.	8.881	/8CYX53rLeRonQjJOKyHkwAwBIWD.jpg	Horror, Thriller, Mystery	See Film, Blue Rider Pictures, Lago Films	United States of America	dying and death, police, sadism, mass murder, fbi, camera, investigation, lovers, murder, series of murders, drugs, witness to murder, surveillance, woman director, murder hunt
8980	11962	Joe's Apartment	5.500	300	Released	1996-07-26	4619014	78	False	13000000	en	A nice guy has just moved to New York and discovers that he must share his run-down apartment with a couple thousand singing, dancing cockroaches.	19.853	/7OBbURUtU37ucxHGUVkD598f6t3.jpg	Comedy, Fantasy	Geffen Pictures, MTV Films, Warner Bros. Pictures	United States of America	flat, musical, lodger, cockroach, rent, spekulant
8981	40016	Birdemic: Shock and Terror	2.098	300	Released	2010-02-27	0	93	False	10000	en	A platoon of eagles and vultures attacks the residents of a small town. Many people die. It's not known what caused the flying menace to attack. Two people manage to fight back, but will they survive Birdemic?	9.521	/gqmcAVNNUosB55RliecFYnkWT4M.jpg	Thriller, Fantasy, Romance, Horror, Science Fiction	Moviehead Pictures	United States of America	bird attack, nature run amok, psychotronic, romantic, matter of fact
8982	2728	Postal	4.572	300	Released	2007-10-18	146741	102	False	15000000	en	The story begins with a regular Joe who tries desperately to seek employment, but embarks on a violent rampage when he teams up with cult leader Uncle Dave. Their first act is to heist an amusement park, only to learn that the Taliban are planning the same heist as well. Chaos ensues, and now the Postal Dude must not only take on terrorists but also political figures.	8.932	/2U91KS7t6HA1dI6YMiA6TpPRVqU.jpg	Action, Comedy	Vivendi Entertainment, Running With Scissors	Canada	gun rampage, machinegun, based on video game, cruel, euphoric
8983	10937	Barfly	6.900	300	Released	1987-09-02	3221568	100	False	3000000	en	Downtrodden writer Henry and distressed goddess Wanda aren't exactly husband and wife: they're wedded to their bar stools. But, they like each other's company—and Barfly captures their giddy, gin-soaked attempts to make a go of life on the skids.	11.604	/1TDhyo38sHKU9WSwdVV0AtTrmTS.jpg	Comedy, Drama, Romance	Golan-Globus Productions, Cannon Group, American Zoetrope	United States of America	career, prostitute, fight, bartender, poet, alcoholism, money, los angeles, california, alcohol abuse, paramedic, boyfriend girlfriend relationship, street fight, barflies, unemployed, brawler, brawlers, barfly
8984	243442	Un fantastico via vai	5.990	300	Released	2013-12-12	0	95	False	0	it	Middle-aged family man Arnaldo is kicked out by his wife because of a misunderstanding. Instead of despairing, Arnaldo takes advantage of the situation to turn around his unsatisfying adult life by going to live in a flat shared with four university students.	6.625	/xUAabAY6cPvFDbtZ5tD8WJjvpQX.jpg	Comedy	Levante, RAI Cinema	Italy	NaN
8985	591278	Game of Thrones: The Last Watch	7.100	300	Released	2019-05-26	0	115	False	0	en	For a year, acclaimed British filmmaker Jeanie Finlay was embedded on the set of the hit HBO series “Game of Thrones,” chronicling the creation of the show’s most ambitious and complicated season. Debuting one week after the series 8 finale, GAME OF THRONES: THE LAST WATCH delves deep into the mud and blood to reveal the tears and triumphs involved in the challenge of bringing the fantasy world of Westeros to life in the very real studios, fields and car-parks of Northern Ireland. Made with unprecedented access, GAME OF THRONES: THE LAST WATCH is an up-close and personal portrait from the trenches of production, following the crew and the cast as they contend with extreme weather, punishing deadlines and an ever-excited fandom hungry for spoilers. Much more than a “making of” documentary, this is a funny, heartbreaking story, told with wit and intimacy, about the bittersweet pleasures of what it means to create a world – and then have to say goodbye to it.	11.614	/tVyKpOYDtKzs4SOYCbZn4YNFWHI.jpg	Documentary, TV Movie	Glimmer Films, HBO	United States of America	making of
8986	204553	Cold Eyes	7.475	300	Released	2013-07-03	37795598	119	False	0	ko	Ha Yoon-ju becomes the newest member of a unit within the Korean Police Forces Special Crime Department that specializes in surveillance activities on high-profile criminals. She teams up with Hwang Sang-jun, the veteran leader of the unit, and tries to track down James who is the cold-hearted leader of an armed criminal organization.	57.107	/77Srq9bAJkB1RE1GBAyBA9Y6ivN.jpg	Adventure, Crime, Action, Thriller	Next Entertainment World, Zip Cinema, Opus Pictures, Union Investment Partners, Sundream Motion Pictures, Seoul Film Commission, United Pictures, CJ Entertainment	Hong Kong, South Korea	cold eyes

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters